Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 7716 |
| Missing cells | 17248 |
| Missing cells (%) | 9.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 184.0 B |
Variable types
| CAT | 15 |
|---|---|
| NUM | 8 |
centro_escolar_acceso has a high cardinality: 143 distinct values | High cardinality |
fecha_nacimiento has a high cardinality: 4557 distinct values | High cardinality |
provincia has a high cardinality: 52 distinct values | High cardinality |
municipio has a high cardinality: 545 distinct values | High cardinality |
des_subacesso is highly correlated with des_acceso | High correlation |
des_acceso is highly correlated with des_subacesso | High correlation |
tipo_traslado has 7294 (94.5%) missing values | Missing |
nota_acceso has 2275 (29.5%) missing values | Missing |
nota_admision_def has 3878 (50.3%) missing values | Missing |
centro_escolar_acceso has 3211 (41.6%) missing values | Missing |
cod_provincia has 144 (1.9%) missing values | Missing |
provincia has 144 (1.9%) missing values | Missing |
cod_municipio has 151 (2.0%) missing values | Missing |
municipio has 151 (2.0%) missing values | Missing |
nota_acceso is highly skewed (γ1 = 42.41238095) | Skewed |
fecha_nacimiento is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2021-05-14 09:07:22.778988 |
|---|---|
| Analysis finished | 2021-05-14 09:07:30.912735 |
| Duration | 8.13 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
expediente
Real number (ℝ≥0)
| Distinct | 3542 |
|---|---|
| Distinct (%) | 45.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1385.427164 |
|---|---|
| Minimum | 0 |
| Maximum | 4548 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 347 |
| median | 1007 |
| Q3 | 2053 |
| 95-th percentile | 3824.25 |
| Maximum | 4548 |
| Range | 4548 |
| Interquartile range (IQR) | 1706 |
Descriptive statistics
| Standard deviation | 1220.830672 |
|---|---|
| Coefficient of variation (CV) | 0.8811944098 |
| Kurtosis | -0.345117593 |
| Mean | 1385.427164 |
| Median Absolute Deviation (MAD) | 782 |
| Skewness | 0.854126773 |
| Sum | 10689956 |
| Variance | 1490427.531 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 119 | 10 | 0.1% | |
| 91 | 10 | 0.1% | |
| 79 | 10 | 0.1% | |
| 115 | 9 | 0.1% | |
| 124 | 9 | 0.1% | |
| 121 | 9 | 0.1% | |
| 139 | 9 | 0.1% | |
| 18 | 9 | 0.1% | |
| 36 | 9 | 0.1% | |
| 132 | 9 | 0.1% | |
| Other values (3532) | 7623 | 98.8% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 5 | 0.1% | |
| 2 | 4 | 0.1% | |
| 3 | 5 | 0.1% | |
| 4 | 6 | 0.1% |
| Value | Count | Frequency (%) | |
| 4548 | 1 | < 0.1% | |
| 4547 | 1 | < 0.1% | |
| 4546 | 1 | < 0.1% | |
| 4545 | 1 | < 0.1% | |
| 4544 | 1 | < 0.1% |
cod_plan
Real number (ℝ≥0)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 717.5861846 |
|---|---|
| Minimum | 715 |
| Maximum | 725 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 715 |
|---|---|
| 5-th percentile | 715 |
| Q1 | 716 |
| median | 717 |
| Q3 | 718 |
| 95-th percentile | 724 |
| Maximum | 725 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.489841637 |
|---|---|
| Coefficient of variation (CV) | 0.003469745782 |
| Kurtosis | 1.569648606 |
| Mean | 717.5861846 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.551897577 |
| Sum | 5536895 |
| Variance | 6.199311377 |
| Monotocity | Increasing |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) | |
| 717 | 2317 | 30.0% | |
| 716 | 1768 | 22.9% | |
| 718 | 1281 | 16.6% | |
| 715 | 1047 | 13.6% | |
| 724 | 407 | 5.3% | |
| 723 | 292 | 3.8% | |
| 719 | 179 | 2.3% | |
| 722 | 138 | 1.8% | |
| 721 | 124 | 1.6% | |
| 725 | 94 | 1.2% |
| Value | Count | Frequency (%) | |
| 715 | 1047 | 13.6% | |
| 716 | 1768 | 22.9% | |
| 717 | 2317 | 30.0% | |
| 718 | 1281 | 16.6% | |
| 719 | 179 | 2.3% |
| Value | Count | Frequency (%) | |
| 725 | 94 | 1.2% | |
| 724 | 407 | 5.3% | |
| 723 | 292 | 3.8% | |
| 722 | 138 | 1.8% | |
| 721 | 124 | 1.6% |
des_plan
Categorical
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| GRADO EN EDUCACIÓN PRIMARIA (CÁCERES) | |
|---|---|
| GRADO EN EDUCACIÓN INFANTIL (CÁCERES) | |
| MÁSTER UNIVERSITARIO EN FORMACIÓN DEL PROFESORADO EN EDUCACIÓN SECUNDARIA | |
| GRADO EN EDUCACIÓN SOCIAL | |
| GRADO EN EDUCACIÓN PRIMARIA. Modalidad Bilingüe (Español-Inglés) | |
| Other values (6) |
| Value | Count | Frequency (%) | |
| GRADO EN EDUCACIÓN PRIMARIA (CÁCERES) | 2317 | 30.0% | |
| GRADO EN EDUCACIÓN INFANTIL (CÁCERES) | 1768 | 22.9% | |
| MÁSTER UNIVERSITARIO EN FORMACIÓN DEL PROFESORADO EN EDUCACIÓN SECUNDARIA | 1281 | 16.6% | |
| GRADO EN EDUCACIÓN SOCIAL | 1047 | 13.6% | |
| GRADO EN EDUCACIÓN PRIMARIA. Modalidad Bilingüe (Español-Inglés) | 407 | 5.3% | |
| MÁSTER UNIVERSITARIO EN INVESTIGACIÓN EN CIENCIAS SOCIALES | 292 | 3.8% | |
| MÁSTER UNIVERSITARIO EN INVESTIGACIÓN EN CIENCIAS SOCIALES Y JURÍDICAS | 179 | 2.3% | |
| MÁSTER UNIVERSITARIO EN EDUCACIÓN DIGITAL | 138 | 1.8% | |
| MÁSTER UNIVERSITARIO EN ANTROPOLOGÍA SOCIAL | 124 | 1.6% | |
| MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 94 | 1.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 75 |
|---|---|
| Median length | 37 |
| Mean length | 45.29134266 |
| Min length | 25 |
anio_apertura_expediente
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| 2013-14 | |
|---|---|
| 2011-12 | |
| 2019-20 | |
| 2020-21 | |
| 2017-18 | |
| Other values (8) |
| Value | Count | Frequency (%) | |
| 2013-14 | 764 | 9.9% | |
| 2011-12 | 715 | 9.3% | |
| 2019-20 | 685 | 8.9% | |
| 2020-21 | 676 | 8.8% | |
| 2017-18 | 629 | 8.2% | |
| 2010-11 | 629 | 8.2% | |
| 2014-15 | 626 | 8.1% | |
| 2016-17 | 621 | 8.0% | |
| 2012-13 | 616 | 8.0% | |
| 2009-10 | 592 | 7.7% | |
| Other values (3) | 1163 | 15.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
exp_cerrado
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| S | |
|---|---|
| N |
| Value | Count | Frequency (%) | |
| S | 4464 | 57.9% | |
| N | 3252 | 42.1% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
exp_trasladado
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| N | |
|---|---|
| S | 422 |
| Value | Count | Frequency (%) | |
| N | 7294 | 94.5% | |
| S | 422 | 5.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 7294 |
| Missing (%) | 94.5% |
| Memory size | 60.3 KiB |
| I | |
|---|---|
| E | |
| S |
| Value | Count | Frequency (%) | |
| I | 277 | 3.6% | |
| E | 96 | 1.2% | |
| S | 49 | 0.6% | |
| (Missing) | 7294 | 94.5% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.8906169 |
| Min length | 1 |
exp_bloqueado
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| N | |
|---|---|
| S | 109 |
| Value | Count | Frequency (%) | |
| N | 7607 | 98.6% | |
| S | 109 | 1.4% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
anio_convocatoria_acceso
Categorical
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| 2010-11 | |
|---|---|
| 2009-10 | |
| 2008-09 | |
| 2012-13 | |
| 2015-16 | |
| Other values (34) |
| Value | Count | Frequency (%) | |
| 2010-11 | 757 | 9.8% | |
| 2009-10 | 694 | 9.0% | |
| 2008-09 | 602 | 7.8% | |
| 2012-13 | 591 | 7.7% | |
| 2015-16 | 581 | 7.5% | |
| 2016-17 | 567 | 7.3% | |
| 2013-14 | 565 | 7.3% | |
| 2018-19 | 545 | 7.1% | |
| 2014-15 | 544 | 7.1% | |
| 2017-18 | 542 | 7.0% | |
| Other values (29) | 1728 | 22.4% |
Frequencies of value counts
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
convocatoria_acceso
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| JUN | |
|---|---|
| SEP | |
| EXT | 492 |
| JUL | 372 |
| DIC | 103 |
| Other values (10) | 214 |
| Value | Count | Frequency (%) | |
| JUN | 5617 | 72.8% | |
| SEP | 918 | 11.9% | |
| EXT | 492 | 6.4% | |
| JUL | 372 | 4.8% | |
| DIC | 103 | 1.3% | |
| FEB | 101 | 1.3% | |
| OCT | 36 | 0.5% | |
| ENE | 33 | 0.4% | |
| NOV | 30 | 0.4% | |
| FEX | 4 | 0.1% | |
| Other values (5) | 10 | 0.1% |
Frequencies of value counts
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
acceso
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.554561949 |
|---|---|
| Minimum | 1 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 17 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9809864 |
|---|---|
| Coefficient of variation (CV) | 0.7754700962 |
| Kurtosis | 4.381976968 |
| Mean | 2.554561949 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.318247331 |
| Sum | 19711 |
| Variance | 3.924307119 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 1 | 4368 | 56.6% | |
| 5 | 2382 | 30.9% | |
| 3 | 847 | 11.0% | |
| 4 | 67 | 0.9% | |
| 10 | 36 | 0.5% | |
| 17 | 15 | 0.2% | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 4368 | 56.6% | |
| 3 | 847 | 11.0% | |
| 4 | 67 | 0.9% | |
| 5 | 2382 | 30.9% | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17 | 15 | 0.2% | |
| 10 | 36 | 0.5% | |
| 9 | 1 | < 0.1% | |
| 5 | 2382 | 30.9% | |
| 4 | 67 | 0.9% |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| Selectividad | |
|---|---|
| Título Universitario | |
| Formación Profesional | |
| Mayores de 25/40/45 años | 67 |
| Traslado de Expediente (Estudios Españoles) | 36 |
| Other values (2) | 16 |
| Value | Count | Frequency (%) | |
| Selectividad | 4368 | 56.6% | |
| Título Universitario | 2382 | 30.9% | |
| Formación Profesional | 847 | 11.0% | |
| Mayores de 25/40/45 años | 67 | 0.9% | |
| Traslado de Expediente (Estudios Españoles) | 36 | 0.5% | |
| Bachillerato Sin Prueba de Acceso | 15 | 0.2% | |
| Acc. Unión Europea/Acuerdos Internac. reciprocidad | 1 | < 0.1% |
Frequencies of value counts
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 50 |
|---|---|
| Median length | 12 |
| Mean length | 15.75220321 |
| Min length | 12 |
sub_acceso
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.170943494 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.150028275 |
|---|---|
| Coefficient of variation (CV) | 0.6780405515 |
| Kurtosis | -1.862286064 |
| Mean | 3.170943494 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.08540710816 |
| Sum | 24467 |
| Variance | 4.622621585 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 1 | 3562 | 46.2% | |
| 5 | 2512 | 32.6% | |
| 6 | 1244 | 16.1% | |
| 2 | 355 | 4.6% | |
| 4 | 42 | 0.5% | |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 3562 | 46.2% | |
| 2 | 355 | 4.6% | |
| 3 | 1 | < 0.1% | |
| 4 | 42 | 0.5% | |
| 5 | 2512 | 32.6% |
| Value | Count | Frequency (%) | |
| 6 | 1244 | 16.1% | |
| 5 | 2512 | 32.6% | |
| 4 | 42 | 0.5% | |
| 3 | 1 | < 0.1% | |
| 2 | 355 | 4.6% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| LOE (Grados) | |
|---|---|
| Titulado universitario | |
| Bachillerato LOMCE | |
| Ciclos formativos | |
| LOGSE | |
| Other values (13) |
| Value | Count | Frequency (%) | |
| LOE (Grados) | 2512 | 32.6% | |
| Titulado universitario | 2229 | 28.9% | |
| Bachillerato LOMCE | 1244 | 16.1% | |
| Ciclos formativos | 712 | 9.2% | |
| LOGSE | 558 | 7.2% | |
| Curso de Adaptación | 153 | 2.0% | |
| Formación Profesional II | 99 | 1.3% | |
| COU | 52 | 0.7% | |
| P.A.U. MAYORES DE 25 (Grados) | 46 | 0.6% | |
| Técnico Deportivo Superior | 36 | 0.5% | |
| Other values (8) | 75 | 1.0% |
Frequencies of value counts
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Histogram of lengths of the category
Length
| Max length | 45 |
|---|---|
| Median length | 18 |
| Mean length | 16.41861068 |
| Min length | 3 |
| Distinct | 1936 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 2275 |
| Missing (%) | 29.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.31085297 |
|---|---|
| Minimum | 1.369 |
| Maximum | 7078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 1.369 |
|---|---|
| 5-th percentile | 5.23 |
| Q1 | 5.77 |
| median | 6.322 |
| Q3 | 7.052 |
| 95-th percentile | 8.26 |
| Maximum | 7078 |
| Range | 7076.631 |
| Interquartile range (IQR) | 1.282 |
Descriptive statistics
| Standard deviation | 150.3889885 |
|---|---|
| Coefficient of variation (CV) | 14.58550413 |
| Kurtosis | 1823.998362 |
| Mean | 10.31085297 |
| Median Absolute Deviation (MAD) | 0.612 |
| Skewness | 42.41238095 |
| Sum | 56101.351 |
| Variance | 22616.84788 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 7 | 36 | 0.5% | |
| 6 | 34 | 0.4% | |
| 6.5 | 26 | 0.3% | |
| 8 | 26 | 0.3% | |
| 5.75 | 20 | 0.3% | |
| 6.29 | 19 | 0.2% | |
| 5.5 | 18 | 0.2% | |
| 5.45 | 18 | 0.2% | |
| 6.27 | 16 | 0.2% | |
| 6.2 | 16 | 0.2% | |
| Other values (1926) | 5212 | 67.5% | |
| (Missing) | 2275 | 29.5% |
| Value | Count | Frequency (%) | |
| 1.369 | 1 | < 0.1% | |
| 1.527 | 1 | < 0.1% | |
| 1.534 | 1 | < 0.1% | |
| 1.637 | 1 | < 0.1% | |
| 1.648 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7078 | 1 | < 0.1% | |
| 6090 | 1 | < 0.1% | |
| 5916 | 1 | < 0.1% | |
| 711 | 1 | < 0.1% | |
| 643 | 1 | < 0.1% |
| Distinct | 2112 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 3878 |
| Missing (%) | 50.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.599868161 |
|---|---|
| Minimum | 5 |
| Maximum | 13.514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5.4717 |
| Q1 | 6.4585 |
| median | 7.434 |
| Q3 | 8.49375 |
| 95-th percentile | 10.45 |
| Maximum | 13.514 |
| Range | 8.514 |
| Interquartile range (IQR) | 2.03525 |
Descriptive statistics
| Standard deviation | 1.502297615 |
|---|---|
| Coefficient of variation (CV) | 0.1976741679 |
| Kurtosis | 0.3679885192 |
| Mean | 7.599868161 |
| Median Absolute Deviation (MAD) | 1.01 |
| Skewness | 0.6809711428 |
| Sum | 29168.294 |
| Variance | 2.256898123 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 7 | 23 | 0.3% | |
| 8 | 20 | 0.3% | |
| 6 | 17 | 0.2% | |
| 6.5 | 14 | 0.2% | |
| 7.6 | 12 | 0.2% | |
| 6.82 | 12 | 0.2% | |
| 6.64 | 11 | 0.1% | |
| 6.73 | 10 | 0.1% | |
| 7.07 | 10 | 0.1% | |
| 7.64 | 10 | 0.1% | |
| Other values (2102) | 3699 | 47.9% | |
| (Missing) | 3878 | 50.3% |
| Value | Count | Frequency (%) | |
| 5 | 3 | < 0.1% | |
| 5.004 | 2 | < 0.1% | |
| 5.008 | 2 | < 0.1% | |
| 5.01 | 2 | < 0.1% | |
| 5.014 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 13.514 | 1 | < 0.1% | |
| 13.406 | 1 | < 0.1% | |
| 13.254 | 1 | < 0.1% | |
| 13.232 | 1 | < 0.1% | |
| 13.214 | 1 | < 0.1% |
| Distinct | 143 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 3211 |
| Missing (%) | 41.6% |
| Memory size | 60.3 KiB |
| 205-I.E.S. AL-QÁZERES | 289 |
|---|---|
| 231-I.E.S. NORBA CAESARINA | 267 |
| 230-I.E.S. EL BROCENSE | 251 |
| 220-I.E.S. UNIVERSIDAD LABORAL | 116 |
| 170-I.E.S. SANTA EULALIA | 102 |
| Other values (138) |
| Value | Count | Frequency (%) | |
| 205-I.E.S. AL-QÁZERES | 289 | 3.7% | |
| 231-I.E.S. NORBA CAESARINA | 267 | 3.5% | |
| 230-I.E.S. EL BROCENSE | 251 | 3.3% | |
| 220-I.E.S. UNIVERSIDAD LABORAL | 116 | 1.5% | |
| 170-I.E.S. SANTA EULALIA | 102 | 1.3% | |
| 203-I.E.S. ALAGÓN | 90 | 1.2% | |
| 240-I.E.S. ÁGORA | 83 | 1.1% | |
| 226-I.E.S. GABRIEL Y GALÁN(Plasen) | 80 | 1.0% | |
| 235-SAGRADO CORAZÓN DE JESÚS (Cá) | 70 | 0.9% | |
| 206-I.E.S. SAN PEDRO DE ALCÁNTARA | 69 | 0.9% | |
| Other values (133) | 3088 | 40.0% | |
| (Missing) | 3211 | 41.6% |
Frequencies of value counts
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.2% |
Histogram of lengths of the category
Length
| Max length | 44 |
|---|---|
| Median length | 21 |
| Mean length | 16.97809746 |
| Min length | 3 |
sexo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| D | |
|---|---|
| H |
| Value | Count | Frequency (%) | |
| D | 5322 | 69.0% | |
| H | 2394 | 31.0% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 4557 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 60.3 KiB |
| 1991-04-09 | 9 |
|---|---|
| 1993-10-22 | 7 |
| 1991-12-09 | 7 |
| 1991-12-13 | 7 |
| 1993-05-10 | 7 |
| Other values (4552) |
| Value | Count | Frequency (%) | |
| 1991-04-09 | 9 | 0.1% | |
| 1993-10-22 | 7 | 0.1% | |
| 1991-12-09 | 7 | 0.1% | |
| 1991-12-13 | 7 | 0.1% | |
| 1993-05-10 | 7 | 0.1% | |
| 1992-02-06 | 7 | 0.1% | |
| 1996-12-13 | 7 | 0.1% | |
| 1993-04-27 | 7 | 0.1% | |
| 1992-10-09 | 7 | 0.1% | |
| 1997-02-20 | 7 | 0.1% | |
| Other values (4547) | 7644 | 99.1% |
Frequencies of value counts
Unique
| Unique | 2653 ? |
|---|---|
| Unique (%) | 34.4% |
Histogram of lengths of the category
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 144 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.19202324 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 28 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.265960922 |
|---|---|
| Coefficient of variation (CV) | 0.7129066279 |
| Kurtosis | 12.57603149 |
| Mean | 10.19202324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.465561699 |
| Sum | 77174 |
| Variance | 52.79418811 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 10 | 3988 | 51.7% | |
| 6 | 2828 | 36.7% | |
| 28 | 179 | 2.3% | |
| 8 | 59 | 0.8% | |
| 45 | 55 | 0.7% | |
| 41 | 51 | 0.7% | |
| 37 | 45 | 0.6% | |
| 14 | 32 | 0.4% | |
| 11 | 31 | 0.4% | |
| 48 | 29 | 0.4% | |
| Other values (42) | 275 | 3.6% | |
| (Missing) | 144 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 12 | 0.2% | |
| 2 | 1 | < 0.1% | |
| 3 | 13 | 0.2% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 60 | 1 | < 0.1% | |
| 52 | 1 | < 0.1% | |
| 51 | 1 | < 0.1% | |
| 50 | 7 | 0.1% | |
| 49 | 5 | 0.1% |
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 144 |
| Missing (%) | 1.9% |
| Memory size | 60.3 KiB |
| CÁCERES | |
|---|---|
| BADAJOZ | |
| MADRID | 179 |
| BARCELONA | 59 |
| TOLEDO | 55 |
| Other values (47) |
| Value | Count | Frequency (%) | |
| CÁCERES | 3988 | 51.7% | |
| BADAJOZ | 2828 | 36.7% | |
| MADRID | 179 | 2.3% | |
| BARCELONA | 59 | 0.8% | |
| TOLEDO | 55 | 0.7% | |
| SEVILLA | 51 | 0.7% | |
| SALAMANCA | 45 | 0.6% | |
| CÓRDOBA | 32 | 0.4% | |
| CÁDIZ | 31 | 0.4% | |
| BIZKAIA | 29 | 0.4% | |
| Other values (42) | 275 | 3.6% | |
| (Missing) | 144 | 1.9% |
Frequencies of value counts
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.1% |
Histogram of lengths of the category
Length
| Max length | 22 |
|---|---|
| Median length | 7 |
| Mean length | 6.958786936 |
| Min length | 3 |
| Distinct | 323 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 151 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 259.3964309 |
|---|---|
| Minimum | 1 |
| Maximum | 996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 60.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 215 |
| Q3 | 480 |
| 95-th percentile | 760 |
| Maximum | 996 |
| Range | 995 |
| Interquartile range (IQR) | 479 |
Descriptive statistics
| Standard deviation | 267.9584479 |
|---|---|
| Coefficient of variation (CV) | 1.033007459 |
| Kurtosis | -1.115392323 |
| Mean | 259.3964309 |
| Median Absolute Deviation (MAD) | 214 |
| Skewness | 0.525997892 |
| Sum | 1962334 |
| Variance | 71801.72979 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 1 | 2988 | 38.7% | |
| 410 | 485 | 6.3% | |
| 584 | 441 | 5.7% | |
| 215 | 268 | 3.5% | |
| 516 | 196 | 2.5% | |
| 760 | 165 | 2.1% | |
| 264 | 157 | 2.0% | |
| 55 | 80 | 1.0% | |
| 785 | 76 | 1.0% | |
| 740 | 62 | 0.8% | |
| Other values (313) | 2647 | 34.3% | |
| (Missing) | 151 | 2.0% |
| Value | Count | Frequency (%) | |
| 1 | 2988 | 38.7% | |
| 8 | 1 | < 0.1% | |
| 10 | 23 | 0.3% | |
| 12 | 1 | < 0.1% | |
| 15 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 996 | 1 | < 0.1% | |
| 930 | 1 | < 0.1% | |
| 928 | 1 | < 0.1% | |
| 909 | 1 | < 0.1% | |
| 906 | 1 | < 0.1% |
| Distinct | 545 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 151 |
| Missing (%) | 2.0% |
| Memory size | 60.3 KiB |
| CÁCERES | |
|---|---|
| MÉRIDA | |
| BADAJOZ | |
| PLASENCIA | |
| DON BENITO | 268 |
| Other values (540) |
| Value | Count | Frequency (%) | |
| CÁCERES | 2117 | 27.4% | |
| MÉRIDA | 484 | 6.3% | |
| BADAJOZ | 463 | 6.0% | |
| PLASENCIA | 441 | 5.7% | |
| DON BENITO | 268 | 3.5% | |
| NAVALMORAL DE LA MATA | 195 | 2.5% | |
| VILLANUEVA DE LA SERENA | 164 | 2.1% | |
| CORIA | 157 | 2.0% | |
| MADRID | 134 | 1.7% | |
| ALMENDRALEJO | 80 | 1.0% | |
| Other values (535) | 3062 | 39.7% | |
| (Missing) | 151 | 2.0% |
Frequencies of value counts
Unique
| Unique | 219 ? |
|---|---|
| Unique (%) | 2.9% |
Histogram of lengths of the category
Length
| Max length | 27 |
|---|---|
| Median length | 7 |
| Mean length | 10.00790565 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| expediente | cod_plan | des_plan | anio_apertura_expediente | exp_cerrado | exp_trasladado | tipo_traslado | exp_bloqueado | anio_convocatoria_acceso | convocatoria_acceso | acceso | des_acceso | sub_acceso | des_subacesso | nota_acceso | nota_admision_def | centro_escolar_acceso | sexo | fecha_nacimiento | cod_provincia | provincia | cod_municipio | municipio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2007-08 | JUN | 1 | Selectividad | 1 | LOGSE | 7.12 | NaN | NaN | D | 1990-05-26 | 6.0 | BADAJOZ | 410.0 | MÉRIDA |
| 1 | 5 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 3 | Formación Profesional | 1 | Ciclos formativos | 8.71 | NaN | NaN | D | 1985-10-31 | 6.0 | BADAJOZ | 410.0 | MÉRIDA |
| 2 | 6 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 3 | Formación Profesional | 1 | Ciclos formativos | 9.14 | NaN | NaN | D | 1989-12-13 | 6.0 | BADAJOZ | 390.0 | MANCHITA |
| 3 | 7 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 3 | Formación Profesional | 1 | Ciclos formativos | 8.29 | NaN | NaN | D | 1985-10-31 | 6.0 | BADAJOZ | 410.0 | MÉRIDA |
| 4 | 8 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 1 | Selectividad | 1 | LOGSE | 7.13 | NaN | NaN | D | 1991-11-12 | 6.0 | BADAJOZ | 265.0 | FUENTE DEL MAESTRE |
| 5 | 9 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 1 | Selectividad | 1 | LOGSE | 8.17 | NaN | NaN | D | 1991-03-12 | 6.0 | BADAJOZ | 265.0 | FUENTE DEL MAESTRE |
| 6 | 10 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 1 | Selectividad | 1 | LOGSE | 7.66 | NaN | NaN | D | 1991-05-13 | 6.0 | BADAJOZ | 265.0 | FUENTE DEL MAESTRE |
| 7 | 12 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 3 | Formación Profesional | 1 | Ciclos formativos | 6.50 | NaN | NaN | D | 1981-10-04 | 10.0 | CÁCERES | 1.0 | CÁCERES |
| 8 | 13 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 3 | Formación Profesional | 1 | Ciclos formativos | 7.43 | NaN | NaN | D | 1989-01-10 | 6.0 | BADAJOZ | 410.0 | MÉRIDA |
| 9 | 15 | 715 | GRADO EN EDUCACIÓN SOCIAL | 2009-10 | S | N | NaN | N | 2008-09 | JUN | 1 | Selectividad | 1 | LOGSE | 7.65 | NaN | NaN | D | 1991-05-29 | 6.0 | BADAJOZ | 410.0 | MÉRIDA |
Last rows
| expediente | cod_plan | des_plan | anio_apertura_expediente | exp_cerrado | exp_trasladado | tipo_traslado | exp_bloqueado | anio_convocatoria_acceso | convocatoria_acceso | acceso | des_acceso | sub_acceso | des_subacesso | nota_acceso | nota_admision_def | centro_escolar_acceso | sexo | fecha_nacimiento | cod_provincia | provincia | cod_municipio | municipio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7706 | 136 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2009-10 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | H | 1988-07-12 | 6.0 | BADAJOZ | 95.0 | BIENVENIDA |
| 7707 | 137 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1992-07-03 | 21.0 | HUELVA | 430.0 | LEPE |
| 7708 | 139 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | H | 1984-11-28 | 23.0 | JAÉN | 1.0 | JAÉN |
| 7709 | 141 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2017-18 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1994-06-06 | 6.0 | BADAJOZ | 1.0 | BADAJOZ |
| 7710 | 142 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1997-11-25 | 3.0 | ALICANTE | 650.0 | TORREVIEJA |
| 7711 | 144 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1991-12-27 | 15.0 | A CORUÑA | 1.0 | A CORUÑA |
| 7712 | 145 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1975-01-16 | NaN | NaN | NaN | NaN |
| 7713 | 146 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2019-20 | JUN | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1986-09-22 | 49.0 | ZAMORA | 222.0 | FUENTESAÚCO |
| 7714 | 148 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2015-16 | JUL | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1994-05-17 | 10.0 | CÁCERES | 1.0 | CÁCERES |
| 7715 | 149 | 725 | MÁSTER UNIV. DE ENSEÑANZA PORTUGUÉS LENG. EXTRANJERA PARA HISPANOHABLANTES | 2020-21 | N | N | NaN | N | 2016-17 | NOV | 5 | Título Universitario | 1 | Titulado universitario | NaN | NaN | NaN | D | 1994-05-01 | 6.0 | BADAJOZ | 1.0 | BADAJOZ |